Service Performance
Agent Performance Explorer
A service-performance dashboard for reviewing individual agent productivity and coaching status across reporting periods. The app seeds a managed Boardflare table with deterministic agent records, hydrates the workbook rows with bf.getRows after bf.ready, and keeps the visible dataset in sync with table updates. Users can filter by period, team, channel, coaching status, minimum ticket volume, and search text; compare trends for a selected metric; review a ranked performance chart and detailed selected-agent card; and update the selected agent between Watchlist, Needs review, and Coached states. Summary metrics and the agent table update from workbook sync events so the dashboard reflects the latest rows.
Backlog Aging Diagnostics
Diagnoses backlog pressure by age band, queue, issue type, and assignment state to reveal where work is accumulating faster than resolution throughput. The dashboard combines age-distribution views with intake-versus-closure trend diagnostics, exposing whether backlog growth is demand driven or process constrained. A staleness module highlights tickets at risk of customer dissatisfaction based on age, priority, and account tier. Users can apply age thresholds, queue scope, and staffing scenario lenses to model deterministic backlog reduction trajectories. The workflow supports weekly backlog governance where supervisors need clear ranking of aging hotspots before reallocating capacity. Expected outputs include an age-band intervention list, queue-level throughput hypotheses, and deterministic backlog burn-down targets.
CSAT Driver Analysis
Analyzes customer satisfaction outcomes to isolate controllable drivers across response timeliness, resolution quality, communication clarity, and follow-up effectiveness. The dashboard seeds a managed service-feedback table, hydrates workbook rows with bf.getRows after bf.ready, and keeps the visible dataset in sync with subsequent table updates. Users can filter by account tier, channel, priority, low-score band, and quick-focus driver chips; review a ranked driver influence matrix; inspect a selected feedback record; and compare average CSAT with a timeline trend and summary register. The workflow is designed for monthly voice-of-customer reviews and service quality councils where deterministic evidence is required for coaching and process changes. Expected outputs include a driver-priority register, queue-level CSAT uplift hypotheses, and owner-assigned quality improvement backlog.
Resolution Variance Diagnostics
Decomposes resolution-time variance by queue, issue category, priority band, and escalation path. The dashboard pairs a variance bridge with deterministic driver contributions from intake quality, reassignment frequency, dependency wait time, and specialist availability. Users compare actual outcomes against target SLA and prior-period baseline to determine whether misses are execution drift, demand mix shift, or staffing constraints. Materiality controls suppress low-impact noise, keeping review sessions centered on variance drivers that meaningfully affect customer outcomes. The interface is optimized for monthly service reliability reviews where teams need signed variance decomposition before approving process or staffing changes. Expected outputs include a ranked variance driver list, owner-assigned remediation items, and deterministic assumptions for next-period planning.
Service Performance Overview
Provides a single-screen diagnostic summary of service operations with deterministic KPI tiles for ticket volume, first response SLA attainment, median time to resolution, backlog pressure, escalation rate, and CSAT. The top section compares current-period values against target and prior period to quickly isolate directional deterioration before deeper investigation. The middle section shows team and channel trend trajectories so operators can separate structural service issues from temporary demand spikes. The lower diagnostics matrix assigns owners, severity tags, and intervention urgency to each KPI, enabling direct transition from review to execution. Users can switch reporting periods, support channels, and queue scopes without mutating source data, preserving reproducibility for recurring operating cadence. Expected outputs include a prioritized service-risk watchlist, an export-ready review summary, and deterministic next actions for queue owners.
SLA Breach Drilldown
Enables focused drilldown on SLA breaches by queue, ticket priority, support channel, and shift window. The top panel summarizes selected scope with breach count, breach ratio, and median overdue duration. The center combines queue-level ranking, priority split diagnostics, and ticket-level detail to identify concentrated operational failure points. A supporting risk module highlights recurrence patterns by account tier and issue category, distinguishing one-off incidents from systemic control gaps. Users can filter by support region, business hours profile, and breach severity threshold for deterministic weekly intervention planning. Expected outputs include a breach-priority queue, queue-specific remediation guidance, and an accountable escalation prevention checklist.
Ticket Action Queue
Presents a prioritized queue of active tickets requiring intervention based on SLA risk, customer impact, escalation probability, and dependency blockers. The top summary quantifies queue load, expected breach exposure, and potential CSAT downside if actions are delayed. The main grid includes deterministic next-best-action guidance, owner assignment, due-date SLA, and blocker status for rapid standup execution. A side panel groups tickets by intervention type such as specialist reassignment, customer callback, engineering escalation, or knowledge article correction. Users can filter by queue, severity, and account tier, then sort by risk and business impact for consistent triage in daily operations. Expected outputs include an owner-routed action register, due-date compliance view, and a deterministic intervention calendar.